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Artificial intelligence

What artificial intelligence is and how it works: machine learning, neural networks, language models and using them responsibly.

31 free sites · 28 in English.

1. Elements of AI English elementsofai.com

   Free introductory course from the University of Helsinki.

   For: General public

2. CS50’s Introduction to AI with Python English cs50.harvard.edu

   Harvard’s free course on search, ML and neural networks.

   For: Middle & high schoolCollegeGeneral public

3. Google – Machine Learning Crash Course English developers.google.com

   Google’s hands-on machine learning course.

   For: General publicCollege

4. Kaggle Learn English kaggle.com

   Micro-courses on Python, ML and deep learning.

   For: General publicCollege

5. fast.ai – Practical Deep Learning English course.fast.ai

   Hands-on deep learning course.

   For: General publicCollege

6. Hugging Face – LLM Course English huggingface.co

   Language models and transformers.

   For: General publicCollege

7. Hugging Face Learn English huggingface.co

   Courses on agents, vision, audio and more.

   For: General publicCollege

8. DeepLearning.AI – Short courses English deeplearning.ai

   Short, free courses on generative AI.

   For: General publicCollege

9. 3Blue1Brown – Neural networks English 3blue1brown.com

   How neural networks and transformers learn.

   For: Middle & high schoolCollegeGeneral public

10. Andrej Karpathy – Neural Networks: Zero to Hero English karpathy.ai

    Build neural networks and a GPT from scratch.

    For: CollegeAdvanced

11. Neural Networks and Deep Learning (Nielsen) English neuralnetworksanddeeplearning.com

    Free online book.

    For: General publicCollege

12. Dive into Deep Learning English d2l.ai

    Interactive book with code.

    For: CollegeAdvanced

13. Stanford CS229 – Machine Learning English cs229.stanford.edu

    Stanford course materials.

    For: CollegeAdvanced

14. Stanford CS231n – Computer Vision English cs231n.github.io

    Course notes on convolutional networks.

    For: CollegeAdvanced

15. MIT 6.S191 – Intro to Deep Learning English introtodeeplearning.com

    MIT’s yearly course with videos and labs.

    For: College

16. scikit-learn English scikit-learn.org

    Machine learning library with great tutorials.

    For: General publicCollege

17. Kaggle – Intro to AI Ethics English kaggle.com

    An introduction to ethics in AI.

    For: General publicCollege

18. Hugging Face – Daily Papers English huggingface.co

    Trending research papers, with code and models.

    For: Advanced

19. Teachable Machine Multilingual teachablemachine.withgoogle.com

    Train a model without writing code.

    For: Middle & high schoolGeneral public

20. TensorFlow Playground Multilingual playground.tensorflow.org

    Play with a neural network in the browser.

    For: Middle & high schoolCollegeGeneral public

21. Berkeley CS188 – Intro to AI English ai.berkeley.edu

    Pac-Man projects on search, games and learning.

    For: General publicCollege

22. Stanford CS224N – NLP with Deep Learning English web.stanford.edu

    Course materials and lectures.

    For: CollegeAdvanced

23. Reinforcement Learning: An Introduction English incompleteideas.net

    Sutton and Barto’s book, free.

    For: CollegeAdvanced

24. Spinning Up in Deep RL (OpenAI) English spinningup.openai.com

    Educational resource on deep RL.

    For: CollegeAdvanced

25. The Illustrated Transformer English jalammar.github.io

    Transformers explained visually.

    For: General publicCollege

26. Distill English distill.pub

    Clear, interactive ML research articles.

    For: CollegeAdvanced

27. PyTorch – Tutorials English pytorch.org

    Official PyTorch tutorials.

    For: General publicCollege

28. Learn PyTorch for Deep Learning English learnpytorch.io

    Free online book by Daniel Bourke.

    For: General publicCollege

29. Full Stack Deep Learning English fullstackdeeplearning.com

    Free course on shipping ML products.

    For: General publicCollege

30. Prompt Engineering Guide English promptingguide.ai

    Open guide to working with LLMs.

    For: General publicCollege

31. Ollama Multilingual ollama.com

    Run open-source language models locally.

    For: General publicCollege